Dataset statistics
| Number of variables | 22 |
|---|---|
| Number of observations | 1000 |
| Missing cells | 1500 |
| Missing cells (%) | 6.8% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 172.0 KiB |
| Average record size in memory | 176.1 B |
Variable types
| Numeric | 18 |
|---|---|
| Categorical | 3 |
| Unsupported | 1 |
F3 is highly overall correlated with F14 | High correlation |
F14 is highly overall correlated with F1 | High correlation |
F19 is highly overall correlated with F21 | High correlation |
F20 is highly overall correlated with F19 | High correlation |
F1 is highly overall correlated with F14 | High correlation |
F7 is highly overall correlated with F15 | High correlation |
F15 is highly overall correlated with F7 | High correlation |
F21 is highly overall correlated with F19 | High correlation |
F21 has 500 (50.0%) missing values | Missing |
Class has 1000 (100.0%) missing values | Missing |
F16 is uniformly distributed | Uniform |
Class is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
| Analysis started | 2023-01-11 12:07:26.981123 |
|---|---|
| Analysis finished | 2023-01-11 12:07:46.849917 |
| Duration | 19.87 seconds |
| Software version | pandas-profiling vv3.5.0 |
| Download configuration | config.json |
F1
Real number (ℝ)
| Distinct | 950 |
|---|---|
| Distinct (%) | 95.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0485561 |
| Minimum | 0.11197 |
|---|---|
| Maximum | 4.657 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 0.11197 |
|---|---|
| 5-th percentile | 0.159345 |
| Q1 | 0.380375 |
| median | 0.7648 |
| Q3 | 1.39 |
| 95-th percentile | 2.9931 |
| Maximum | 4.657 |
| Range | 4.54503 |
| Interquartile range (IQR) | 1.009625 |
Descriptive statistics
| Standard deviation | 0.9029195 |
|---|---|
| Coefficient of variation (CV) | 0.86110749 |
| Kurtosis | 2.2392235 |
| Mean | 1.0485561 |
| Median Absolute Deviation (MAD) | 0.44285 |
| Skewness | 1.5336633 |
| Sum | 1048.5561 |
| Variance | 0.81526363 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.3578 | 2 | 0.2% |
| 1.065 | 2 | 0.2% |
| 1.064 | 2 | 0.2% |
| 0.19 | 2 | 0.2% |
| 3.551 | 2 | 0.2% |
| 1.574 | 2 | 0.2% |
| 2.253 | 2 | 0.2% |
| 1.135 | 2 | 0.2% |
| 1.283 | 2 | 0.2% |
| 2.368 | 2 | 0.2% |
| Other values (940) | 980 |
| Value | Count | Frequency (%) |
| 0.11197 | 1 | |
| 0.11271 | 1 | |
| 0.11508 | 1 | |
| 0.11533 | 1 | |
| 0.11618 | 1 | |
| 0.11649 | 1 | |
| 0.1178 | 1 | |
| 0.11839 | 1 | |
| 0.11847 | 1 | |
| 0.1189 | 1 |
| Value | Count | Frequency (%) |
| 4.657 | 1 | |
| 4.571 | 1 | |
| 4.564 | 1 | |
| 4.552 | 1 | |
| 4.515 | 1 | |
| 4.417 | 1 | |
| 4.386 | 1 | |
| 4.366 | 1 | |
| 4.33 | 1 | |
| 4.262 | 1 |
F2
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.9 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1000 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 511 | |
| 0 | 489 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 511 | |
| 0 | 489 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 511 | |
| 0 | 489 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 511 | |
| 0 | 489 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 511 | |
| 0 | 489 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 511 | |
| 0 | 489 |
F3
Real number (ℝ)
| Distinct | 980 |
|---|---|
| Distinct (%) | 98.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -5340.3338 |
| Minimum | -18619.44 |
|---|---|
| Maximum | 394.56 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 999 |
| Negative (%) | 99.9% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -18619.44 |
|---|---|
| 5-th percentile | -7766.74 |
| Q1 | -5465.39 |
| median | -5001.14 |
| Q3 | -4745.242 |
| 95-th percentile | -4015.33 |
| Maximum | 394.56 |
| Range | 19014 |
| Interquartile range (IQR) | 720.148 |
Descriptive statistics
| Standard deviation | 1545.7363 |
|---|---|
| Coefficient of variation (CV) | -0.28944564 |
| Kurtosis | 18.14172 |
| Mean | -5340.3338 |
| Median Absolute Deviation (MAD) | 308.67 |
| Skewness | -3.2730232 |
| Sum | -5340333.8 |
| Variance | 2389300.8 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -4522.64 | 2 | 0.2% |
| -5239.84 | 2 | 0.2% |
| -5043.24 | 2 | 0.2% |
| -4957.24 | 2 | 0.2% |
| -5013.44 | 2 | 0.2% |
| -5011.24 | 2 | 0.2% |
| -5366.04 | 2 | 0.2% |
| -5316.64 | 2 | 0.2% |
| -6891.44 | 2 | 0.2% |
| -4986.04 | 2 | 0.2% |
| Other values (970) | 980 |
| Value | Count | Frequency (%) |
| -18619.44 | 1 | |
| -16711.44 | 1 | |
| -16149.44 | 1 | |
| -15835.44 | 1 | |
| -14119.44 | 1 | |
| -13759.44 | 1 | |
| -13359.44 | 1 | |
| -13273.44 | 1 | |
| -12475.44 | 1 | |
| -12227.44 | 1 |
| Value | Count | Frequency (%) |
| 394.56 | 1 | |
| -1163.44 | 1 | |
| -1195.44 | 1 | |
| -1327.44 | 1 | |
| -1415.44 | 1 | |
| -1727.44 | 1 | |
| -1813.44 | 1 | |
| -1859.44 | 1 | |
| -1909.44 | 1 | |
| -2153.44 | 1 |
F4
Real number (ℝ)
| Distinct | 955 |
|---|---|
| Distinct (%) | 95.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -13.264612 |
| Minimum | -24.168 |
|---|---|
| Maximum | -10.53456 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1000 |
| Negative (%) | 100.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -24.168 |
|---|---|
| 5-th percentile | -18.8742 |
| Q1 | -14.34075 |
| median | -12.50715 |
| Q3 | -11.3808 |
| 95-th percentile | -10.69845 |
| Maximum | -10.53456 |
| Range | 13.63344 |
| Interquartile range (IQR) | 2.95995 |
Descriptive statistics
| Standard deviation | 2.5264282 |
|---|---|
| Coefficient of variation (CV) | -0.19046378 |
| Kurtosis | 1.8661342 |
| Mean | -13.264612 |
| Median Absolute Deviation (MAD) | 1.32525 |
| Skewness | -1.4311635 |
| Sum | -13264.612 |
| Variance | 6.3828393 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -11.2713 | 3 | 0.3% |
| -14.508 | 3 | 0.3% |
| -10.9371 | 2 | 0.2% |
| -16.995 | 2 | 0.2% |
| -14.052 | 2 | 0.2% |
| -13.722 | 2 | 0.2% |
| -12.0342 | 2 | 0.2% |
| -12.4596 | 2 | 0.2% |
| -11.574 | 2 | 0.2% |
| -14.673 | 2 | 0.2% |
| Other values (945) | 978 |
| Value | Count | Frequency (%) |
| -24.168 | 1 | |
| -23.286 | 1 | |
| -23.259 | 1 | |
| -23.04 | 1 | |
| -22.734 | 1 | |
| -22.518 | 1 | |
| -22.002 | 1 | |
| -21.855 | 1 | |
| -21.492 | 1 | |
| -21.381 | 1 |
| Value | Count | Frequency (%) |
| -10.53456 | 1 | |
| -10.53609 | 1 | |
| -10.5399 | 1 | |
| -10.54104 | 1 | |
| -10.54704 | 1 | |
| -10.54893 | 1 | |
| -10.55298 | 1 | |
| -10.55349 | 1 | |
| -10.55355 | 1 | |
| -10.56861 | 1 |
F5
Real number (ℝ)
| Distinct | 941 |
|---|---|
| Distinct (%) | 94.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -6.308243 |
| Minimum | -13.593 |
|---|---|
| Maximum | -3.993498 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1000 |
| Negative (%) | 100.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -13.593 |
|---|---|
| 5-th percentile | -9.79035 |
| Q1 | -7.38075 |
| median | -5.8815 |
| Q3 | -4.863375 |
| 95-th percentile | -4.165536 |
| Maximum | -3.993498 |
| Range | 9.599502 |
| Interquartile range (IQR) | 2.517375 |
Descriptive statistics
| Standard deviation | 1.776885 |
|---|---|
| Coefficient of variation (CV) | -0.28167669 |
| Kurtosis | 0.64213197 |
| Mean | -6.308243 |
| Median Absolute Deviation (MAD) | 1.1829 |
| Skewness | -0.95673779 |
| Sum | -6308.243 |
| Variance | 3.1573204 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -7.875 | 3 | 0.3% |
| -7.335 | 3 | 0.3% |
| -4.3572 | 3 | 0.3% |
| -7.494 | 3 | 0.3% |
| -5.4156 | 2 | 0.2% |
| -8.589 | 2 | 0.2% |
| -7.386 | 2 | 0.2% |
| -4.7757 | 2 | 0.2% |
| -7.104 | 2 | 0.2% |
| -7.644 | 2 | 0.2% |
| Other values (931) | 976 |
| Value | Count | Frequency (%) |
| -13.593 | 1 | |
| -13.416 | 1 | |
| -12.684 | 1 | |
| -12.435 | 1 | |
| -12.177 | 1 | |
| -11.913 | 1 | |
| -11.643 | 1 | |
| -11.559 | 1 | |
| -11.553 | 1 | |
| -11.454 | 1 |
| Value | Count | Frequency (%) |
| -3.993498 | 1 | |
| -4.009221 | 1 | |
| -4.010682 | 1 | |
| -4.015149 | 1 | |
| -4.02435 | 1 | |
| -4.02771 | 1 | |
| -4.03278 | 1 | |
| -4.03527 | 1 | |
| -4.03566 | 1 | |
| -4.0365 | 1 |
F6
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.9 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1000 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 515 | |
| 0 | 485 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 515 | |
| 0 | 485 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 515 | |
| 0 | 485 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 515 | |
| 0 | 485 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 515 | |
| 0 | 485 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 515 | |
| 0 | 485 |
F7
Real number (ℝ)
| Distinct | 961 |
|---|---|
| Distinct (%) | 96.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.8676394 |
| Minimum | 3.94266 |
|---|---|
| Maximum | 12.712 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 3.94266 |
|---|---|
| 5-th percentile | 4.05032 |
| Q1 | 4.5011 |
| median | 5.2897 |
| Q3 | 6.663 |
| 95-th percentile | 9.671 |
| Maximum | 12.712 |
| Range | 8.76934 |
| Interquartile range (IQR) | 2.1619 |
Descriptive statistics
| Standard deviation | 1.7749821 |
|---|---|
| Coefficient of variation (CV) | 0.30250361 |
| Kurtosis | 1.3416236 |
| Mean | 5.8676394 |
| Median Absolute Deviation (MAD) | 0.9551 |
| Skewness | 1.3297723 |
| Sum | 5867.6394 |
| Variance | 3.1505615 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6.98 | 3 | 0.3% |
| 6.358 | 3 | 0.3% |
| 6.794 | 2 | 0.2% |
| 4.9848 | 2 | 0.2% |
| 6.458 | 2 | 0.2% |
| 4.1594 | 2 | 0.2% |
| 6.252 | 2 | 0.2% |
| 5.908 | 2 | 0.2% |
| 7.244 | 2 | 0.2% |
| 5.3268 | 2 | 0.2% |
| Other values (951) | 978 |
| Value | Count | Frequency (%) |
| 3.94266 | 1 | |
| 3.94484 | 1 | |
| 3.94736 | 1 | |
| 3.95024 | 1 | |
| 3.95056 | 1 | |
| 3.95124 | 1 | |
| 3.95232 | 1 | |
| 3.954 | 1 | |
| 3.95418 | 1 | |
| 3.95468 | 1 |
| Value | Count | Frequency (%) |
| 12.712 | 1 | |
| 12.368 | 1 | |
| 12.278 | 1 | |
| 12.276 | 1 | |
| 12.274 | 1 | |
| 12.194 | 1 | |
| 12.05 | 1 | |
| 11.66 | 1 | |
| 11.6 | 1 | |
| 11.542 | 1 |
F8
Real number (ℝ)
| Distinct | 974 |
|---|---|
| Distinct (%) | 97.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -13.701405 |
| Minimum | -29.77 |
|---|---|
| Maximum | 3.43 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 996 |
| Negative (%) | 99.6% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -29.77 |
|---|---|
| 5-th percentile | -22.2564 |
| Q1 | -17.3005 |
| median | -13.62295 |
| Q3 | -10.1585 |
| 95-th percentile | -4.93635 |
| Maximum | 3.43 |
| Range | 33.2 |
| Interquartile range (IQR) | 7.142 |
Descriptive statistics
| Standard deviation | 5.2142544 |
|---|---|
| Coefficient of variation (CV) | -0.38056348 |
| Kurtosis | -0.061502656 |
| Mean | -13.701405 |
| Median Absolute Deviation (MAD) | 3.576 |
| Skewness | 0.020337166 |
| Sum | -13701.405 |
| Variance | 27.188449 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -15.598 | 3 | 0.3% |
| -11.237 | 2 | 0.2% |
| -12.435 | 2 | 0.2% |
| -14.949 | 2 | 0.2% |
| -9.454 | 2 | 0.2% |
| -12.269 | 2 | 0.2% |
| -12.9804 | 2 | 0.2% |
| -12.367 | 2 | 0.2% |
| -17.405 | 2 | 0.2% |
| -16.961 | 2 | 0.2% |
| Other values (964) | 979 |
| Value | Count | Frequency (%) |
| -29.77 | 1 | |
| -27.59 | 1 | |
| -27.48 | 1 | |
| -26.61 | 1 | |
| -26.4 | 1 | |
| -26.35 | 1 | |
| -26.28 | 1 | |
| -26.24 | 1 | |
| -26.23 | 1 | |
| -26.2 | 1 |
| Value | Count | Frequency (%) |
| 3.43 | 1 | |
| 1.29 | 1 | |
| 0.84 | 1 | |
| 0.23 | 1 | |
| -0.06 | 1 | |
| -0.42 | 1 | |
| -0.5 | 1 | |
| -1.14 | 1 | |
| -1.56 | 1 | |
| -1.61 | 1 |
F9
Real number (ℝ)
| Distinct | 946 |
|---|---|
| Distinct (%) | 94.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -19.974703 |
| Minimum | -136.42 |
|---|---|
| Maximum | -0.130082 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1000 |
| Negative (%) | 100.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -136.42 |
|---|---|
| 5-th percentile | -58.461 |
| Q1 | -27.285 |
| median | -13.59 |
| Q3 | -5.87 |
| 95-th percentile | -1.23089 |
| Maximum | -0.130082 |
| Range | 136.28992 |
| Interquartile range (IQR) | 21.415 |
Descriptive statistics
| Standard deviation | 19.792541 |
|---|---|
| Coefficient of variation (CV) | -0.99088034 |
| Kurtosis | 4.6306849 |
| Mean | -19.974703 |
| Median Absolute Deviation (MAD) | 8.994 |
| Skewness | -1.9126264 |
| Sum | -19974.703 |
| Variance | 391.74466 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -22.2 | 3 | 0.3% |
| -26.5 | 3 | 0.3% |
| -12.378 | 2 | 0.2% |
| -3.408 | 2 | 0.2% |
| -5.052 | 2 | 0.2% |
| -2.906 | 2 | 0.2% |
| -4.116 | 2 | 0.2% |
| -48.6 | 2 | 0.2% |
| -46.82 | 2 | 0.2% |
| -72.66 | 2 | 0.2% |
| Other values (936) | 978 |
| Value | Count | Frequency (%) |
| -136.42 | 1 | |
| -117.54 | 1 | |
| -114.8 | 1 | |
| -108.52 | 1 | |
| -106.12 | 1 | |
| -104.22 | 1 | |
| -103.6 | 1 | |
| -99.9 | 1 | |
| -95.44 | 1 | |
| -94.18 | 1 |
| Value | Count | Frequency (%) |
| -0.130082 | 1 | |
| -0.15318 | 1 | |
| -0.16628 | 1 | |
| -0.1925 | 1 | |
| -0.21986 | 1 | |
| -0.26036 | 1 | |
| -0.28172 | 1 | |
| -0.30098 | 1 | |
| -0.3252 | 1 | |
| -0.3864 | 1 |
F10
Real number (ℝ)
| Distinct | 952 |
|---|---|
| Distinct (%) | 95.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.9462801 |
| Minimum | 3.00342 |
|---|---|
| Maximum | 7.555 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 3.00342 |
|---|---|
| 5-th percentile | 3.05149 |
| Q1 | 3.276925 |
| median | 3.64255 |
| Q3 | 4.38925 |
| 95-th percentile | 5.82965 |
| Maximum | 7.555 |
| Range | 4.55158 |
| Interquartile range (IQR) | 1.112325 |
Descriptive statistics
| Standard deviation | 0.89226133 |
|---|---|
| Coefficient of variation (CV) | 0.22610188 |
| Kurtosis | 1.7990544 |
| Mean | 3.9462801 |
| Median Absolute Deviation (MAD) | 0.4316 |
| Skewness | 1.4211338 |
| Sum | 3946.2801 |
| Variance | 0.79613028 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.151 | 3 | 0.3% |
| 4.163 | 3 | 0.3% |
| 3.953 | 3 | 0.3% |
| 3.4114 | 2 | 0.2% |
| 3.6094 | 2 | 0.2% |
| 5.463 | 2 | 0.2% |
| 4.473 | 2 | 0.2% |
| 3.0876 | 2 | 0.2% |
| 3.2167 | 2 | 0.2% |
| 4.272 | 2 | 0.2% |
| Other values (942) | 977 |
| Value | Count | Frequency (%) |
| 3.00342 | 1 | |
| 3.00388 | 1 | |
| 3.00582 | 1 | |
| 3.00618 | 1 | |
| 3.00677 | 1 | |
| 3.00714 | 1 | |
| 3.00715 | 1 | |
| 3.0073 | 1 | |
| 3.00855 | 1 | |
| 3.00925 | 1 |
| Value | Count | Frequency (%) |
| 7.555 | 1 | |
| 7.542 | 1 | |
| 7.377 | 1 | |
| 7.359 | 1 | |
| 7.266 | 1 | |
| 7.216 | 1 | |
| 7.193 | 1 | |
| 7.166 | 1 | |
| 7.102 | 1 | |
| 7.094 | 1 |
F11
Real number (ℝ)
| Distinct | 978 |
|---|---|
| Distinct (%) | 97.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2670.6858 |
| Minimum | -4674.3 |
|---|---|
| Maximum | 503.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 999 |
| Negative (%) | 99.9% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -4674.3 |
|---|---|
| 5-th percentile | -3042.585 |
| Q1 | -2862.56 |
| median | -2783.065 |
| Q3 | -2616.5 |
| 95-th percentile | -1884.495 |
| Maximum | 503.7 |
| Range | 5178 |
| Interquartile range (IQR) | 246.06 |
Descriptive statistics
| Standard deviation | 446.4814 |
|---|---|
| Coefficient of variation (CV) | -0.16717856 |
| Kurtosis | 11.336581 |
| Mean | -2670.6858 |
| Median Absolute Deviation (MAD) | 100.595 |
| Skewness | 2.6061769 |
| Sum | -2670685.8 |
| Variance | 199345.64 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -2659.2 | 3 | 0.3% |
| -2849.1 | 2 | 0.2% |
| -2859.07 | 2 | 0.2% |
| -2701.5 | 2 | 0.2% |
| -2732.3 | 2 | 0.2% |
| -2889.86 | 2 | 0.2% |
| -2727.6 | 2 | 0.2% |
| -2651.2 | 2 | 0.2% |
| -2595.3 | 2 | 0.2% |
| -2722.6 | 2 | 0.2% |
| Other values (968) | 979 |
| Value | Count | Frequency (%) |
| -4674.3 | 1 | |
| -4066.3 | 1 | |
| -3956.3 | 1 | |
| -3838.3 | 1 | |
| -3831.5 | 1 | |
| -3772.1 | 1 | |
| -3685 | 1 | |
| -3571.5 | 1 | |
| -3546.3 | 1 | |
| -3482.7 | 1 |
| Value | Count | Frequency (%) |
| 503.7 | 1 | |
| -102.3 | 1 | |
| -229.3 | 1 | |
| -368.3 | 1 | |
| -387.3 | 1 | |
| -486.3 | 1 | |
| -538.3 | 1 | |
| -570.3 | 1 | |
| -580.3 | 1 | |
| -595.3 | 1 |
F12
Real number (ℝ)
| Distinct | 930 |
|---|---|
| Distinct (%) | 93.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -3.5283126 |
| Minimum | -10.744 |
|---|---|
| Maximum | -1.64318 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1000 |
| Negative (%) | 100.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -10.744 |
|---|---|
| 5-th percentile | -7.0392 |
| Q1 | -4.398 |
| median | -3.0084 |
| Q3 | -2.20075 |
| 95-th percentile | -1.725456 |
| Maximum | -1.64318 |
| Range | 9.10082 |
| Interquartile range (IQR) | 2.19725 |
Descriptive statistics
| Standard deviation | 1.7354655 |
|---|---|
| Coefficient of variation (CV) | -0.49186839 |
| Kurtosis | 1.7590447 |
| Mean | -3.5283126 |
| Median Absolute Deviation (MAD) | 0.96 |
| Skewness | -1.3725463 |
| Sum | -3528.3126 |
| Variance | 3.0118403 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -3.982 | 3 | 0.3% |
| -6.18 | 3 | 0.3% |
| -2.2724 | 3 | 0.3% |
| -3.766 | 3 | 0.3% |
| -3.922 | 3 | 0.3% |
| -5.238 | 2 | 0.2% |
| -4.476 | 2 | 0.2% |
| -5.024 | 2 | 0.2% |
| -4.658 | 2 | 0.2% |
| -6.084 | 2 | 0.2% |
| Other values (920) | 975 |
| Value | Count | Frequency (%) |
| -10.744 | 1 | |
| -10.626 | 1 | |
| -10.464 | 1 | |
| -9.942 | 1 | |
| -9.918 | 1 | |
| -9.81 | 1 | |
| -9.598 | 1 | |
| -9.53 | 1 | |
| -9.43 | 1 | |
| -9.404 | 1 |
| Value | Count | Frequency (%) |
| -1.64318 | 2 | |
| -1.64476 | 1 | |
| -1.64618 | 1 | |
| -1.64924 | 1 | |
| -1.65034 | 1 | |
| -1.65158 | 1 | |
| -1.65736 | 1 | |
| -1.6596 | 1 | |
| -1.66304 | 1 | |
| -1.66334 | 1 |
F13
Real number (ℝ)
| Distinct | 976 |
|---|---|
| Distinct (%) | 97.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.2525208 |
| Minimum | 5.7600023 |
|---|---|
| Maximum | 12.152 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 5.7600023 |
|---|---|
| 5-th percentile | 5.7618528 |
| Q1 | 5.8105325 |
| median | 5.97975 |
| Q3 | 6.40035 |
| 95-th percentile | 7.6191 |
| Maximum | 12.152 |
| Range | 6.3919977 |
| Interquartile range (IQR) | 0.5898175 |
Descriptive statistics
| Standard deviation | 0.72625262 |
|---|---|
| Coefficient of variation (CV) | 0.11615357 |
| Kurtosis | 13.51556 |
| Mean | 6.2525208 |
| Median Absolute Deviation (MAD) | 0.20236 |
| Skewness | 3.0609482 |
| Sum | 6252.5208 |
| Variance | 0.52744287 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.78526 | 2 | 0.2% |
| 5.8787 | 2 | 0.2% |
| 5.9999 | 2 | 0.2% |
| 5.9194 | 2 | 0.2% |
| 7.064 | 2 | 0.2% |
| 5.8944 | 2 | 0.2% |
| 5.922 | 2 | 0.2% |
| 7.089 | 2 | 0.2% |
| 5.908 | 2 | 0.2% |
| 6.0502 | 2 | 0.2% |
| Other values (966) | 980 |
| Value | Count | Frequency (%) |
| 5.7600023 | 1 | |
| 5.7600027 | 1 | |
| 5.7600043 | 1 | |
| 5.7600053 | 1 | |
| 5.7600055 | 2 | |
| 5.7600065 | 1 | |
| 5.7600222 | 1 | |
| 5.7600292 | 1 | |
| 5.7600297 | 1 | |
| 5.7600331 | 1 |
| Value | Count | Frequency (%) |
| 12.152 | 1 | |
| 11.839 | 1 | |
| 10.885 | 1 | |
| 10.458 | 1 | |
| 9.627 | 1 | |
| 9.554 | 1 | |
| 9.399 | 1 | |
| 9.376 | 1 | |
| 9.339 | 1 | |
| 9.298 | 1 |
F14
Real number (ℝ)
| Distinct | 975 |
|---|---|
| Distinct (%) | 97.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -11636.477 |
| Minimum | -19748.76 |
|---|---|
| Maximum | -1151.76 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1000 |
| Negative (%) | 100.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -19748.76 |
|---|---|
| 5-th percentile | -13900.215 |
| Q1 | -12024.735 |
| median | -11618.2 |
| Q3 | -11189.16 |
| 95-th percentile | -9300.03 |
| Maximum | -1151.76 |
| Range | 18597 |
| Interquartile range (IQR) | 835.575 |
Descriptive statistics
| Standard deviation | 1506.0916 |
|---|---|
| Coefficient of variation (CV) | -0.12942849 |
| Kurtosis | 8.4713641 |
| Mean | -11636.477 |
| Median Absolute Deviation (MAD) | 416.8095 |
| Skewness | -0.041243454 |
| Sum | -11636477 |
| Variance | 2268311.9 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -10775.76 | 2 | 0.2% |
| -12014.46 | 2 | 0.2% |
| -11697.99 | 2 | 0.2% |
| -11189.16 | 2 | 0.2% |
| -12801.96 | 2 | 0.2% |
| -11171.46 | 2 | 0.2% |
| -12328.26 | 2 | 0.2% |
| -13406.46 | 2 | 0.2% |
| -12479.16 | 2 | 0.2% |
| -11222.46 | 2 | 0.2% |
| Other values (965) | 980 |
| Value | Count | Frequency (%) |
| -19748.76 | 1 | |
| -19589.76 | 1 | |
| -19016.76 | 1 | |
| -18221.76 | 1 | |
| -18185.76 | 1 | |
| -17897.76 | 1 | |
| -17741.76 | 1 | |
| -17414.76 | 1 | |
| -16913.76 | 1 | |
| -16826.76 | 1 |
| Value | Count | Frequency (%) |
| -1151.76 | 1 | |
| -4070.76 | 1 | |
| -5162.76 | 1 | |
| -5249.76 | 1 | |
| -5363.76 | 1 | |
| -5783.76 | 1 | |
| -6119.76 | 1 | |
| -6350.76 | 1 | |
| -6587.76 | 1 | |
| -6632.76 | 1 |
F15
Real number (ℝ)
| Distinct | 972 |
|---|---|
| Distinct (%) | 97.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24081.766 |
| Minimum | 6332.64 |
|---|---|
| Maximum | 43343.64 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 6332.64 |
|---|---|
| 5-th percentile | 21334.17 |
| Q1 | 22928.873 |
| median | 23498.94 |
| Q3 | 24481.89 |
| 95-th percentile | 29376.54 |
| Maximum | 43343.64 |
| Range | 37011 |
| Interquartile range (IQR) | 1553.0175 |
Descriptive statistics
| Standard deviation | 2999.6916 |
|---|---|
| Coefficient of variation (CV) | 0.12456278 |
| Kurtosis | 11.870644 |
| Mean | 24081.766 |
| Median Absolute Deviation (MAD) | 700.05 |
| Skewness | 1.656686 |
| Sum | 24081766 |
| Variance | 8998149.9 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 23790.24 | 3 | 0.3% |
| 28475.64 | 3 | 0.3% |
| 23558.64 | 2 | 0.2% |
| 23709.84 | 2 | 0.2% |
| 30185.64 | 2 | 0.2% |
| 24734.04 | 2 | 0.2% |
| 23611.74 | 2 | 0.2% |
| 23507.94 | 2 | 0.2% |
| 29222.64 | 2 | 0.2% |
| 23627.34 | 2 | 0.2% |
| Other values (962) | 978 |
| Value | Count | Frequency (%) |
| 6332.64 | 1 | |
| 8312.64 | 1 | |
| 8942.64 | 1 | |
| 10511.64 | 1 | |
| 12308.64 | 1 | |
| 12437.64 | 1 | |
| 16802.64 | 1 | |
| 17780.64 | 1 | |
| 18035.64 | 1 | |
| 18062.64 | 1 |
| Value | Count | Frequency (%) |
| 43343.64 | 1 | |
| 42368.64 | 1 | |
| 40589.64 | 1 | |
| 40586.64 | 1 | |
| 39614.64 | 1 | |
| 38987.64 | 1 | |
| 38588.64 | 1 | |
| 37079.64 | 1 | |
| 36917.64 | 1 | |
| 36908.64 | 1 |
F16
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.9 KiB |
| -0.4 | |
|---|---|
| -1.4 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 4000 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | -0.4 |
|---|---|
| 2nd row | -1.4 |
| 3rd row | -0.4 |
| 4th row | -0.4 |
| 5th row | -1.4 |
Common Values
| Value | Count | Frequency (%) |
| -0.4 | 500 | |
| -1.4 | 500 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.4 | 500 | |
| 1.4 | 500 |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 1000 | |
| . | 1000 | |
| 4 | 1000 | |
| 0 | 500 | |
| 1 | 500 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2000 | |
| Dash Punctuation | 1000 | |
| Other Punctuation | 1000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 1000 | |
| 0 | 500 | |
| 1 | 500 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1000 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| - | 1000 | |
| . | 1000 | |
| 4 | 1000 | |
| 0 | 500 | |
| 1 | 500 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| - | 1000 | |
| . | 1000 | |
| 4 | 1000 | |
| 0 | 500 | |
| 1 | 500 |
F17
Real number (ℝ)
| Distinct | 964 |
|---|---|
| Distinct (%) | 96.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 103818.02 |
| Minimum | 94174.66 |
|---|---|
| Maximum | 112720.66 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 94174.66 |
|---|---|
| 5-th percentile | 103563.63 |
| Q1 | 103813.21 |
| median | 103849.54 |
| Q3 | 103888.61 |
| 95-th percentile | 104071.36 |
| Maximum | 112720.66 |
| Range | 18546 |
| Interquartile range (IQR) | 75.405 |
Descriptive statistics
| Standard deviation | 664.88437 |
|---|---|
| Coefficient of variation (CV) | 0.0064043256 |
| Kurtosis | 124.94736 |
| Mean | 103818.02 |
| Median Absolute Deviation (MAD) | 37.955 |
| Skewness | -4.8188525 |
| Sum | 1.0381802 × 108 |
| Variance | 442071.23 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 103856.66 | 3 | 0.3% |
| 103848.47 | 2 | 0.2% |
| 103775.62 | 2 | 0.2% |
| 103884.66 | 2 | 0.2% |
| 103867.19 | 2 | 0.2% |
| 103835.9 | 2 | 0.2% |
| 103872.48 | 2 | 0.2% |
| 103858.17 | 2 | 0.2% |
| 103835.69 | 2 | 0.2% |
| 103852.3 | 2 | 0.2% |
| Other values (954) | 979 |
| Value | Count | Frequency (%) |
| 94174.66 | 1 | |
| 94892.66 | 1 | |
| 97180.66 | 1 | |
| 99060.66 | 1 | |
| 99544.66 | 1 | |
| 100012.66 | 1 | |
| 100660.66 | 1 | |
| 101204.66 | 1 | |
| 101308.66 | 1 | |
| 102073.66 | 1 |
| Value | Count | Frequency (%) |
| 112720.66 | 1 | |
| 107960.66 | 1 | |
| 106002.66 | 1 | |
| 105597.86 | 1 | |
| 105495.46 | 1 | |
| 105361.06 | 1 | |
| 105133.86 | 1 | |
| 105041.46 | 1 | |
| 104902.46 | 1 | |
| 104852.06 | 1 |
F18
Real number (ℝ)
| Distinct | 950 |
|---|---|
| Distinct (%) | 95.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.0016761 |
| Minimum | 2.14332 |
|---|---|
| Maximum | 11.058 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 2.14332 |
|---|---|
| 5-th percentile | 2.239737 |
| Q1 | 2.7029 |
| median | 3.4498 |
| Q3 | 4.923 |
| 95-th percentile | 7.5434 |
| Maximum | 11.058 |
| Range | 8.91468 |
| Interquartile range (IQR) | 2.2201 |
Descriptive statistics
| Standard deviation | 1.7296722 |
|---|---|
| Coefficient of variation (CV) | 0.43223694 |
| Kurtosis | 1.9661959 |
| Mean | 4.0016761 |
| Median Absolute Deviation (MAD) | 0.9237 |
| Skewness | 1.4309999 |
| Sum | 4001.6761 |
| Variance | 2.991766 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.7874 | 3 | 0.3% |
| 5.58 | 3 | 0.3% |
| 5.082 | 3 | 0.3% |
| 2.7782 | 2 | 0.2% |
| 5.818 | 2 | 0.2% |
| 4.416 | 2 | 0.2% |
| 4.05 | 2 | 0.2% |
| 5.024 | 2 | 0.2% |
| 2.6648 | 2 | 0.2% |
| 4.622 | 2 | 0.2% |
| Other values (940) | 977 |
| Value | Count | Frequency (%) |
| 2.14332 | 1 | |
| 2.14352 | 1 | |
| 2.14356 | 1 | |
| 2.14474 | 1 | |
| 2.14576 | 1 | |
| 2.15802 | 1 | |
| 2.16062 | 1 | |
| 2.16388 | 1 | |
| 2.1647 | 1 | |
| 2.1654 | 1 |
| Value | Count | Frequency (%) |
| 11.058 | 1 | |
| 10.88 | 1 | |
| 10.724 | 1 | |
| 10.356 | 1 | |
| 10.322 | 1 | |
| 10.294 | 1 | |
| 10.166 | 1 | |
| 10.016 | 1 | |
| 9.99 | 1 | |
| 9.904 | 1 |
F19
Real number (ℝ)
| Distinct | 977 |
|---|---|
| Distinct (%) | 97.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1474.5324 |
| Minimum | -456.08 |
|---|---|
| Maximum | 4337.92 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 4 |
| Negative (%) | 0.4% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -456.08 |
|---|---|
| 5-th percentile | 1143.69 |
| Q1 | 1441.89 |
| median | 1505.215 |
| Q3 | 1542.3875 |
| 95-th percentile | 1692.815 |
| Maximum | 4337.92 |
| Range | 4794 |
| Interquartile range (IQR) | 100.4975 |
Descriptive statistics
| Standard deviation | 234.67574 |
|---|---|
| Coefficient of variation (CV) | 0.15915265 |
| Kurtosis | 35.960396 |
| Mean | 1474.5324 |
| Median Absolute Deviation (MAD) | 47.1 |
| Skewness | -0.28329472 |
| Sum | 1474532.4 |
| Variance | 55072.705 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1519.1 | 2 | 0.2% |
| 1429.12 | 2 | 0.2% |
| 1476.36 | 2 | 0.2% |
| 1141.22 | 2 | 0.2% |
| 1332.02 | 2 | 0.2% |
| 1412.02 | 2 | 0.2% |
| 1408.72 | 2 | 0.2% |
| 1426.12 | 2 | 0.2% |
| 1473.56 | 2 | 0.2% |
| 1427.72 | 2 | 0.2% |
| Other values (967) | 980 |
| Value | Count | Frequency (%) |
| -456.08 | 1 | |
| -172.08 | 1 | |
| -100.08 | 1 | |
| -95.08 | 1 | |
| 192.92 | 1 | |
| 297.92 | 1 | |
| 467.92 | 1 | |
| 542.82 | 1 | |
| 556.12 | 1 | |
| 612.82 | 1 |
| Value | Count | Frequency (%) |
| 4337.92 | 1 | |
| 2687.92 | 1 | |
| 2247.82 | 1 | |
| 2185.72 | 1 | |
| 2157.92 | 1 | |
| 2138.02 | 1 | |
| 2128.82 | 1 | |
| 2090.92 | 1 | |
| 2083.22 | 1 | |
| 2076.92 | 1 |
F20
Real number (ℝ)
| Distinct | 979 |
|---|---|
| Distinct (%) | 97.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -3983.342 |
| Minimum | -14687.48 |
|---|---|
| Maximum | 7362.52 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 976 |
| Negative (%) | 97.6% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -14687.48 |
|---|---|
| 5-th percentile | -5388.06 |
| Q1 | -4524.09 |
| median | -4226.07 |
| Q3 | -3709.88 |
| 95-th percentile | -1823.08 |
| Maximum | 7362.52 |
| Range | 22050 |
| Interquartile range (IQR) | 814.21 |
Descriptive statistics
| Standard deviation | 1444.5331 |
|---|---|
| Coefficient of variation (CV) | -0.36264351 |
| Kurtosis | 16.645003 |
| Mean | -3983.342 |
| Median Absolute Deviation (MAD) | 366.21 |
| Skewness | 1.9090319 |
| Sum | -3983342 |
| Variance | 2086675.9 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -4647.88 | 2 | 0.2% |
| -4744.28 | 2 | 0.2% |
| -4934.68 | 2 | 0.2% |
| -3565.88 | 2 | 0.2% |
| -4917.88 | 2 | 0.2% |
| -4103.68 | 2 | 0.2% |
| -4644.08 | 2 | 0.2% |
| -4079.68 | 2 | 0.2% |
| -4627.28 | 2 | 0.2% |
| -4644.48 | 2 | 0.2% |
| Other values (969) | 980 |
| Value | Count | Frequency (%) |
| -14687.48 | 1 | |
| -10643.48 | 1 | |
| -10127.48 | 1 | |
| -8997.48 | 1 | |
| -8799.48 | 1 | |
| -8441.48 | 1 | |
| -7835.48 | 1 | |
| -7365.48 | 1 | |
| -7339.48 | 1 | |
| -7163.48 | 1 |
| Value | Count | Frequency (%) |
| 7362.52 | 1 | |
| 6326.52 | 1 | |
| 5720.52 | 1 | |
| 4724.52 | 1 | |
| 3438.52 | 1 | |
| 2984.52 | 1 | |
| 2952.52 | 1 | |
| 2436.52 | 1 | |
| 2206.52 | 1 | |
| 1810.52 | 1 |
| Distinct | 278 |
|---|---|
| Distinct (%) | 55.6% |
| Missing | 500 |
| Missing (%) | 50.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -44.68914 |
| Minimum | -53.52 |
|---|---|
| Maximum | -31.47 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 500 |
| Negative (%) | 50.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -53.52 |
|---|---|
| 5-th percentile | -49.686 |
| Q1 | -46.86 |
| median | -44.76 |
| Q3 | -42.4725 |
| 95-th percentile | -39.5385 |
| Maximum | -31.47 |
| Range | 22.05 |
| Interquartile range (IQR) | 4.3875 |
Descriptive statistics
| Standard deviation | 3.1618325 |
|---|---|
| Coefficient of variation (CV) | -0.070751697 |
| Kurtosis | 0.035770391 |
| Mean | -44.68914 |
| Median Absolute Deviation (MAD) | 2.19 |
| Skewness | 0.1225613 |
| Sum | -22344.57 |
| Variance | 9.9971846 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -45 | 6 | 0.6% |
| -47.07 | 5 | 0.5% |
| -45.81 | 5 | 0.5% |
| -45.48 | 5 | 0.5% |
| -43.92 | 5 | 0.5% |
| -43.56 | 5 | 0.5% |
| -48.81 | 5 | 0.5% |
| -46.86 | 5 | 0.5% |
| -45.78 | 5 | 0.5% |
| -42.78 | 4 | 0.4% |
| Other values (268) | 450 | |
| (Missing) | 500 |
| Value | Count | Frequency (%) |
| -53.52 | 1 | 0.1% |
| -52.56 | 1 | 0.1% |
| -52.32 | 1 | 0.1% |
| -52.26 | 1 | 0.1% |
| -51.33 | 3 | |
| -51.27 | 1 | 0.1% |
| -51.18 | 1 | 0.1% |
| -51.15 | 1 | 0.1% |
| -51 | 1 | 0.1% |
| -50.85 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| -31.47 | 1 | 0.1% |
| -36.18 | 1 | 0.1% |
| -37.23 | 1 | 0.1% |
| -37.35 | 1 | 0.1% |
| -37.59 | 1 | 0.1% |
| -38.28 | 1 | 0.1% |
| -38.4 | 1 | 0.1% |
| -38.49 | 1 | 0.1% |
| -38.58 | 1 | 0.1% |
| -38.61 | 3 |
Auto
The auto setting is an interpretable pairwise column metric of the following mapping:- Variable_type-Variable_type : Method, Range
- Categorical-Categorical : Cramer's V, [0,1]
- Numerical-Categorical : Cramer's V, [0,1] (using a discretized numerical column)
- Numerical-Numerical : Spearman's ρ, [-1,1]
This configuration uses the recommended metric for each pair of columns.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.| F1 | F2 | F3 | F4 | F5 | F6 | F7 | F8 | F9 | F10 | F11 | F12 | F13 | F14 | F15 | F16 | F17 | F18 | F19 | F20 | F21 | Class | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1.5620 | 1 | -4522.64 | -10.78410 | -6.7038 | 1 | 5.4270 | -9.679 | -18.566000 | 5.86600 | -3368.8000 | -1.84740 | 5.761109 | -11347.23 | 22929.33 | -0.4 | 103741.46 | 4.0760 | 1466.0700 | -4266.40 | NaN | NaN |
| 1 | 1.8400 | 1 | -3893.64 | -12.68850 | -7.9830 | 0 | 4.5008 | -11.561 | -25.920000 | 3.18100 | -2838.2092 | -2.91880 | 6.797000 | -11289.36 | 25723.74 | -1.4 | 103858.01 | 2.6546 | 1607.6600 | -4802.48 | -44.91 | NaN |
| 2 | 0.3782 | 1 | -4916.46 | -11.93910 | -5.1132 | 1 | 5.3808 | -13.281 | -20.240000 | 3.04817 | -2562.5000 | -3.90400 | 6.922000 | -11133.06 | 23138.58 | -0.4 | 105361.06 | 5.6300 | 1543.2200 | -4220.46 | -45.66 | NaN |
| 3 | 1.1410 | 0 | -8705.44 | -10.97370 | -6.9564 | 1 | 6.5020 | -12.101 | -13.626000 | 3.28770 | -1907.8000 | -6.14800 | 9.260000 | -11773.53 | 23100.78 | -0.4 | 103835.75 | 2.3680 | 1532.0397 | -4612.88 | -43.26 | NaN |
| 4 | 1.4360 | 1 | -6963.44 | -15.97800 | -10.2420 | 1 | 4.2970 | -11.596 | -14.624000 | 3.55760 | -2739.5300 | -1.64318 | 5.997600 | -11937.06 | 27299.64 | -1.4 | 103877.64 | 2.6908 | 1084.3200 | -4557.08 | -44.82 | NaN |
| 5 | 0.5494 | 1 | -5234.24 | -10.60332 | -5.8017 | 1 | 6.1560 | -11.400 | -1.745000 | 3.06040 | -643.3000 | -2.75340 | 7.703000 | -12663.36 | 22854.84 | -1.4 | 103795.72 | 5.9200 | 1490.6400 | -5650.08 | -48.30 | NaN |
| 6 | 0.6483 | 0 | -4873.00 | -11.34420 | -4.3818 | 0 | 4.1438 | -7.197 | -51.560000 | 3.41470 | -2971.4000 | -6.50200 | 5.760033 | -12384.66 | 31388.64 | -1.4 | 103877.48 | 4.4040 | 1485.0800 | -3358.68 | NaN | NaN |
| 7 | 2.4590 | 0 | -6965.44 | -11.26290 | -8.6520 | 0 | 4.9574 | -20.824 | -56.980000 | 5.41800 | -2970.1000 | -2.29660 | 5.832100 | -11756.97 | 22994.61 | -1.4 | 103877.22 | 2.5452 | 1485.0600 | -4438.76 | NaN | NaN |
| 8 | 0.4837 | 1 | -4708.72 | -10.82610 | -8.9910 | 0 | 9.6680 | -18.146 | -16.208000 | 3.01154 | -2065.2000 | -2.62080 | 5.802190 | -10955.16 | 23490.84 | -1.4 | 103774.06 | 3.1834 | 1537.1280 | -1931.48 | -45.48 | NaN |
| 9 | 0.9784 | 1 | -5049.44 | -13.80600 | -5.4939 | 0 | 8.3440 | -8.720 | -0.130082 | 3.53010 | -2730.5000 | -6.07600 | 6.319000 | -11318.46 | 23087.49 | -0.4 | 103747.74 | 3.8546 | 1549.7900 | -4573.68 | -39.69 | NaN |
| F1 | F2 | F3 | F4 | F5 | F6 | F7 | F8 | F9 | F10 | F11 | F12 | F13 | F14 | F15 | F16 | F17 | F18 | F19 | F20 | F21 | Class | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 990 | 0.33410 | 0 | -4852.14 | -10.7082 | -8.39100 | 0 | 7.4020 | -10.704 | -0.5926 | 3.6319 | -3050.200 | -2.1746 | 5.816510 | -11426.430 | 23911.74 | -0.4 | 103858.35 | 5.8180 | 1666.82 | -5009.48 | NaN | NaN |
| 991 | 0.19000 | 1 | -4676.34 | -13.1007 | -7.11000 | 0 | 5.2656 | -15.670 | -8.7140 | 4.3770 | -2714.900 | -2.8166 | 5.993100 | -9566.760 | 24504.24 | -0.4 | 103840.15 | 4.1380 | 1509.63 | -4159.46 | NaN | NaN |
| 992 | 0.20960 | 0 | -6965.44 | -14.2650 | -4.76940 | 0 | 4.2194 | -16.035 | -106.1200 | 3.3679 | -2714.400 | -8.4520 | 5.868000 | -15974.760 | 20876.34 | -1.4 | 103847.38 | 2.7874 | 1503.23 | -3503.08 | NaN | NaN |
| 993 | 0.73340 | 0 | -6475.04 | -18.4800 | -4.94100 | 1 | 7.2440 | -26.100 | -8.3680 | 3.8175 | -2839.471 | -3.6480 | 5.979300 | -12303.060 | 22937.13 | -0.4 | 103522.46 | 2.7366 | 1472.20 | -4251.26 | NaN | NaN |
| 994 | 0.99750 | 1 | -5228.24 | -12.7146 | -8.19600 | 1 | 7.8860 | -11.717 | -11.2920 | 3.7055 | -2894.050 | -5.8080 | 5.763297 | -12084.060 | 23705.94 | -0.4 | 103996.98 | 3.0116 | 1487.72 | -3958.28 | NaN | NaN |
| 995 | 0.42190 | 1 | -3638.64 | -15.7710 | -4.16595 | 0 | 7.3160 | -19.894 | -73.3600 | 5.4590 | -2853.970 | -7.5440 | 5.778300 | -10418.160 | 23734.14 | -1.4 | 103839.18 | 2.9136 | 1518.39 | -4146.08 | NaN | NaN |
| 996 | 0.12335 | 0 | -4821.32 | -13.9560 | -8.34000 | 0 | 4.7972 | -7.204 | -79.4200 | 3.3793 | -2876.900 | -5.8180 | 7.407000 | -15800.760 | 25006.44 | -0.4 | 103840.60 | 10.8800 | 1520.10 | -4665.08 | -45.93 | NaN |
| 997 | 0.11780 | 1 | -4677.82 | -11.5935 | -4.02435 | 1 | 8.0940 | -12.809 | -1.9182 | 3.0642 | -2787.270 | -3.4944 | 5.960300 | -4070.760 | 23033.76 | -0.4 | 103993.70 | 9.6960 | 1493.18 | 552.52 | -43.92 | NaN |
| 998 | 1.53400 | 0 | -4893.36 | -20.8680 | -4.89450 | 1 | 5.1574 | -18.655 | -6.2880 | 3.9177 | -2867.640 | -3.0538 | 6.199500 | -11618.257 | 22637.34 | -0.4 | 103845.43 | 3.4610 | 1483.65 | -4203.62 | -44.46 | NaN |
| 999 | 1.33200 | 1 | -5190.64 | -11.3592 | -4.27329 | 1 | 5.1350 | -21.093 | -15.7460 | 3.0527 | -2036.700 | -3.3648 | 5.768134 | -11306.760 | 24056.04 | -1.4 | 103801.56 | 3.4336 | 1617.32 | -6953.48 | NaN | NaN |